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02/13/2023
The Possibility of Fairness: Revisiting the Impossibility Theorem in Practice
The “impossibility theorem” – which is considered foundational in algori...
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01/05/2023
Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPI
Detecting "toxic" language in internet content is a pressing social and ...
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08/26/2022
Epistemic Parity: Reproducibility as an Evaluation Metric for Differential Privacy
Differential privacy mechanisms are increasingly used to enable public r...
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08/07/2022
Counterfactual Fairness Is Basically Demographic Parity
Making fair decisions is crucial to ethically implementing machine learn...
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04/27/2022
Spending Privacy Budget Fairly and Wisely
Differentially private (DP) synthetic data generation is a practical met...
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11/11/2020